Single aflatoxin B1 exposure induces changes in gut microbiota community in C57Bl/6 mice
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The liver and the gastrointestinal tract are the earliest target for the harmful effects of aflatoxin B 1 (AFB 1 ). This study investigated the impact of a single oral administration of AFB 1 (663 µg of AFB 1 /kg of body weight) on the gut microbial community of C57Bl/6 mice. Sequencing of the V4 region of the 16S rRNA gene was performed with an Illumina MiSeq sequencer. AFB 1 caused significant increases in the Lachnospiraceae family and decreases in Mucispirillum genus. In conclusion, a single oral dose of AFB 1 changed the relative abundances of some taxa, but not the overall membership or structure of intestinal microbial communities in C57Bl/6 mice.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it